Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 1.502031 1.881928 2.393574 3.164344 4.359651 6.274989 9.932250
2025-07-27 1.027352 1.415888 2.028163 3.165801 5.547109 11.534726 37.449198
2025-08-03 0.782007 1.135439 1.744881 3.038276 6.412057 19.348654 250.216484
2025-08-10 0.658523 0.996308 1.623125 3.117635 7.964302 40.044470 NaN
2025-08-17 0.582067 0.911708 1.563568 3.294245 10.341944 117.710000 NaN
2025-08-24 0.513327 0.822781 1.461730 3.293925 12.252165 438.328086 NaN
2025-08-31 0.452376 0.735669 1.336944 3.151247 13.275438 2635.161460 NaN
2025-09-07 0.419847 0.697567 1.311916 3.318867 17.380336 NaN NaN
2025-09-14 0.386206 0.651079 1.253951 3.338628 20.873584 NaN NaN
2025-09-21 0.353314 0.601100 1.175377 3.236161 22.976629 NaN NaN
2025-09-28 0.327407 0.562318 1.117118 3.188198 26.230008 NaN NaN
2025-10-05 0.317996 0.557418 1.146679 3.552492 43.230538 NaN NaN
2025-10-12 0.303816 0.540608 1.141615 3.773132 67.229591 NaN NaN
2025-10-19 0.285492 0.512227 1.097678 3.766403 87.247614 NaN NaN
2025-10-26 0.265861 0.478698 1.032339 3.600895 94.762379 NaN NaN
2025-11-02 0.253938 0.461702 1.013294 3.702457 147.368048 NaN NaN
2025-11-09 0.245365 0.451502 1.012887 3.930192 317.755922 NaN NaN
2025-11-16 0.233678 0.432602 0.981385 3.929766 525.069467 NaN NaN
2025-11-23 0.220249 0.408301 0.928621 3.745617 573.305975 NaN NaN
2025-11-30 0.213962 0.400727 0.929022 3.962056 2760.631187 NaN NaN
2025-12-07 0.205493 0.386981 0.906501 3.987662 17611.510034 NaN NaN
2025-12-14 0.195716 0.369205 0.867705 3.855090 58584.925407 NaN NaN
2025-12-21 0.187581 0.354926 0.838948 3.793212 NaN NaN NaN